Fold 3 - Understanding why coefficient 38000 was selected
Tag: AW22
Selected Coefficient: 38000
Taxonomy Path: 1.7.6
Taxonomy Name: Apparel & Accessories > Shoe Accessories > Shoelaces
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 38000 | 2.000000 | 1.7.6 | 6.7.1 (6*79^2 + 7*79 + 1) | Apparel & Accessories > Shoe Accessories > Shoelaces | Yes |
| -568 | 3.000000 | -15.7 | -7.15 (-(7*79 + 15)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AW22" tag (processing sequence 2987). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9527 | BOOT LACES: RAINBOW | 38000 | Apparel & Accessories > Shoe Accessories > Shoelaces | none | 0 | none | |
| 9528 | CAMINO LACES: NAVY MULTI | 38000 | Apparel & Accessories > Shoe Accessories > Shoelaces | none | 0 | none | |
| 11130 | Baby Wrap/Blanket AW22 | 0 | 100% MERINO INTERLOCK | -38000 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -568 | BAGS | -38568 | LUNA |